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Permission design determines whether an agent feels useful, reckless, or frustratingly constrained.

Vector search is only one part of retrieval. The right database depends on filters, freshness, scale, and operational comfort.

Tool use becomes dependable when the model, runtime, and user share a clear contract about inputs and outcomes.

Owning the stack can create leverage, but only when the infrastructure is close to the product's actual advantage.